{"id":"W4395592376","doi":"10.15468/dl.23rhgt","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001064247,0.002277038,0.001814121,0.005061749,0.0009948949,0.002728787,0.002987698,0.002308946,0.1452916],"category_scores_gemma":[0.00600349,0.0009922964,0.001161506,0.01001271,0.0004664837,0.002372637,0.002451096,0.002226872,0.2077053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714001,"about_ca_system_score_gemma":0.002399139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01856198,"about_ca_topic_score_gemma":0.02892114,"domain_scores_codex":[0.9989645,0.0001433879,0.000132602,0.0003624386,0.0002396192,0.0001574937],"domain_scores_gemma":[0.9978587,0.0006114458,0.0002038261,0.000556391,0.0004763305,0.0002934514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000412457,0.00001498667,0.0003803812,0.0006476864,0.00001684319,0.00001815147,0.00002036066,0.0001829531,0.0001295261,0.0004307798,0.9964489,0.001668293],"study_design_scores_gemma":[0.00009930848,0.000009052792,0.001669219,0.0002004807,0.00001517102,0.00004056282,0.00005838546,0.0002221056,0.0002361058,0.0009282231,0.9965032,0.00001819744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000451436,0.00003467475,0.00004575547,0.00003495087,0.00001018667,0.00000591558,0.9987543,0.0004305347,0.0006385574],"genre_scores_gemma":[0.0001568138,0.00003474754,0.0001778262,0.00003469168,0.000002735616,0.00003297331,0.9990705,0.0001161945,0.0003735195],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8547084,"threshold_uncertainty_score":0.4860488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009031759526015747,"score_gpt":0.2074071985967104,"score_spread":0.1983754390706947,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}